Design an image-based sentiment analysis system using a deep convolutional neural network and hyperparameter optimization. - B. Anilkumar; N. Lakshmi Devi; Kotagiri Srividya; A. Mary Sowjanya (Multim. Tools Appl., 2024)

An innovative word embedded and optimization based hybrid artificial intelligence approach for aspect-based sentiment analysis of app and cellphone reviews. - N. Lakshmi Devi; B. Anilkumar; A. Mary Sowjanya; Srividya Kotagiri (Multim. Tools Appl., 2024)

Aspect-oriented extraction and sentiment analysis using optimized hybrid deep learning approaches. - Srividya Kotagiri; A. Mary Sowjanya; B. Anilkumar; N. Lakshmi Devi (Multim. Tools Appl., 2024)

A fine-tuned transformer model for brain tumor detection and classification. - B. Srinivas; B. Anilkumar; N. Lakshmi Devi; VBKL Aruna (Multim. Tools Appl., 2025)